Basic Statistics

Raw Counts

Name Value
Rows 14,691
Columns 53
Discrete columns 1
Continuous columns 52
All missing columns 0
Missing observations 71,786
Complete Rows 3,979
Total observations 778,623
Memory allocation 4.9 Mb

Percentages

Data Structure

Missing Data Profile

## Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
## ℹ Please use tidy evaluation idioms with `aes()`.
## ℹ See also `vignette("ggplot2-in-packages")` for more information.
## ℹ The deprecated feature was likely used in the DataExplorer package.
##   Please report the issue at
##   <https://github.com/boxuancui/DataExplorer/issues>.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 12 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 12 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 630 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 630 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 774 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 774 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 1666 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 1666 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 1408 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 1408 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 320 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 320 rows containing non-finite outside the scale range
## (`stat_qq_line()`).

QQ Plot (by BloodCulture)

## Warning: Removed 18 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 18 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 589 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 589 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 843 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 843 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 1561 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 1561 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 1370 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 1370 rows containing non-finite outside the scale range
## (`stat_qq_line()`).
## Warning: Removed 325 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 325 rows containing non-finite outside the scale range
## (`stat_qq_line()`).

Correlation Analysis

Principal Component Analysis

Bivariate Distribution

Boxplot (by BloodCulture)

## Warning: Removed 1517 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
## Warning: Removed 15872 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
## Warning: Removed 29737 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
## Warning: Removed 22635 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
## Warning: Removed 2025 rows containing non-finite outside the scale range
## (`stat_boxplot()`).

Scatterplot (by BloodCulture)

## Warning: Removed 18 rows containing missing values or values outside the scale range
## (`geom_point()`).
## Warning: Removed 581 rows containing missing values or values outside the scale range
## (`geom_point()`).
## Warning: Removed 835 rows containing missing values or values outside the scale range
## (`geom_point()`).
## Warning: Removed 1722 rows containing missing values or values outside the scale range
## (`geom_point()`).
## Warning: Removed 1439 rows containing missing values or values outside the scale range
## (`geom_point()`).
## Warning: Removed 316 rows containing missing values or values outside the scale range
## (`geom_point()`).